Same seed = same persona (useful for testing)
Each generated persona includes 62+ demographic dimensions with statistical accuracy backed by research and AI-augmented correlations.
Marketing campaigns, product decisions, and content strategies need authentic demographic insights at scale. LLMs with generic prompts produce uniform responses that miss crucial cultural and demographic nuances.
Traditional approaches require manual persona crafting or expensive focus groups for each project. Both introduce researcher bias and can't scale to test across diverse demographics.
Integrate statistically-grounded personas directly into your GenAI workflows. Each persona provides authentic demographic context for more realistic, diverse AI responses.
Test marketing messages, predict customer journeys, and simulate reactions acrossunlimited demographic combinations programmatically - no manual research required.
Demographics interconnect systematically. Surgeons rarely earn minimum wage. Geographic location influences career access. Educational opportunities correlate with socioeconomic factors.
Disclaimer: System designed for perspective analysis and testing applications. Not intended for predictive demographic analysis or real-world decision making.
Statistically accurate personas built for modern development workflows
Generate personas on-demand instantly, not weeks of manual research
Realistic demographic correlations with comprehensive statistical validation
Clean, documented JSON API built for seamless production integration
Regional Coverage:
curl -X GET "https://api.personagen.dev/v1/persona" \
-H "X-API-Key: pk_your_key_here" \
-H "Content-Type: application/json"
{
"success": true,
"data": {
"name": {
"first_name": "Sarah",
"last_name": "Chen"
},
"demographics": {
// 18 demographic dimensions
},
"psychology": {
// 7 psychological dimensions
},
"lifestyle": {
// 25 lifestyle dimensions
},
"physical": {
// 12 physical dimensions
}
},
"metadata": {
"id": "persona_abc123",
"version": "1.0.0",
"generated_at": "2025-01-15T14:30:45.123Z",
"seed": "user_provided_seed",
"usage": {
"requests_remaining": 99,
"reset_date": "2025-02-01T00:00:00.000Z"
}
}
}
Test AI responses across every demographic. In parallel. In seconds.